The TyG-WHtR index as a novel predictor of nocturnal hypertension in metabolic syndrome
Objective To investigate the association between triglyceride-glucose index to waist-to-height ratio (TyG-WHtR) and nocturnal hypertension in metabolic syndrome (MetS) patients. Methods This cross-sectional study included 180 adults with MetS undergoing 24-hour ambulatory blood pressure monitoring. Nocturnal hypertension was defined as mean nighttime SBP ≥120 mmHg and/or DBP ≥70 mmHg. Multivariable logistic regression and ROC analysis were performed. Results Nocturnal hypertension was present in 48.3% of participants. TyG-WHtR was significantly higher in the nocturnal hypertension group (5.7 ± 0.5 vs. 5.1 ± 0.4, p = 6.05×10 −13 ). After adjustment for confounders, TyG-WHtR remained independently associated with nocturnal hypertension (OR: 17.27, 95% CI: 5.76–58.87, p = 1.35×10 −6 ). The AUC was 0.794 (95% CI: 0.73–0.86), with optimal cutoff 5.65 (sensitivity 56.3%, specificity 91.4%). Conclusions TyG-WHtR was independently associated with nocturnal hypertension in MetS patients and showed acceptable discriminative ability, significantly better than the TyG index alone.
Authors
- Qin Zhang (ORCID: https://orcid.org/0000-0002-0888-7668)
- Duan Wang (ORCID: https://orcid.org/0000-0003-3497-1393)
- Hailong Su
- Yanqiu Li
- Xinlian Duan
Institutions
- Chongqing Medical University (CN)
Publication Details
- Journal
- Frontiers in Cardiovascular Medicine
- Published
- 2026-11-03
- DOI
- https://doi.org/10.3389/fcvm.2026.1941261
- Primary Topic
- Diabetes, Cardiovascular Risks, and Lipoproteins
- Type
- article
- Field-Weighted Citation Impact
- 0.00